I got a little problem. I want to remove this:

I searched on preferences, on google and on this forum but I couldn't find how to remove it.
I know that I can click on it to make it disappear like this:

But as you can see, it becomes an ugly grey rectangle.
Is there a way to remove this totally?
Thanks in advance for your answers,
Huberlot.